{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-43d054576074c026", "name": "Possibly dead Python function: add_text", "shortDescription": {"text": "Possibly dead Python function: add_text"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6af4f0e70f90d51c", "name": "Possibly dead Python function: run_comparison", "shortDescription": {"text": "Possibly dead Python function: run_comparison"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-29f32fd5adcbdb40", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "1 test file(s) for 33 source file(s) (ratio 0.03). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 305 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 13 placeholder/mock markers across 3 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2135efb1ee8c9937", "name": "Agent authority lacks a verifier contract: local-embeddings/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: local-embeddings/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3f56513185878d61", "name": "Agent authority lacks a verifier contract: inference-opt/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: inference-opt/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-260ba8dc060ec1be", "name": "Agent authority lacks a verifier contract: tokenisation-explorer/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: tokenisation-explorer/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2c5f98b152cddb6d", "name": "Agent authority lacks a verifier contract: .claude/launch.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/launch.json"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-809652670eafc2ca", "name": "Agent authority lacks a verifier contract: brandvoice/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: brandvoice/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-eac886f8e8fa77e0", "name": "Agent authority lacks a verifier contract: minigpt/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: minigpt/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f4b383070ad1f7cc", "name": "Agent authority lacks a verifier contract: lora-finetune/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: lora-finetune/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9d8121104627397b", "name": "Network/subprocess call without timeout or try/except \u2014 yasvoice/train.py:348", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 yasvoice/train.py:348"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f593b9928633743e", "name": "Network/subprocess call without timeout or try/except \u2014 yasvoice/scripts/parse_emails.py:337", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 yasvoice/scripts/parse_emails.py:337"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-481637ba23295510", "name": "Legacy-named symbol `eval_v1` in yasvoice/scripts/build_dataset.py:22", "shortDescription": {"text": "Legacy-named symbol `eval_v1` in yasvoice/scripts/build_dataset.py:22"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-02525d39071dd2c7", "name": "Near-duplicate function bodies in 5 places", "shortDescription": {"text": "Near-duplicate function bodies in 5 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nminigpt/model.py:forward, minigpt/model.py:forward, minigpt/model.py:forward, minigpt/model.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-48ea3330205b14c4", "name": "FastAPI POST `generate_email` without auth dependency \u2014 yasvoice/api/server.py:217", "shortDescription": {"text": "FastAPI POST `generate_email` without auth dependency \u2014 yasvoice/api/server.py:217"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-970eb92d6ec2bfaa", "name": "Unused endpoint: POST /generate", "shortDescription": {"text": "Unused endpoint: POST /generate"}, "fullDescription": {"text": "`yasvoice/api/server.py` declares `POST /generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/23497"}, "properties": {"repository": "zacharybucheister/GPU", "repoUrl": "https://github.com/zacharybucheister/GPU", "branch": "main"}, "results": [{"ruleId": "scanner-43d054576074c026", "level": "note", "message": {"text": "Possibly dead Python function: add_text"}, "properties": {"repobilityId": "c49356184675598e", "scanner": "scanner-primary", "fingerprint": "43d054576074c026", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "brandvoice/train.py:157"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6af4f0e70f90d51c", "level": "note", "message": {"text": "Possibly dead Python function: run_comparison"}, "properties": {"repobilityId": "f8681b371485e418", "scanner": "scanner-primary", "fingerprint": "6af4f0e70f90d51c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "brandvoice/demo.py:103"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-29f32fd5adcbdb40", "level": "note", "message": {"text": "Possibly dead Python function: forward"}, "properties": {"repobilityId": "ea414cce7f8e5874", "scanner": "scanner-primary", "fingerprint": "29f32fd5adcbdb40", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "minigpt/model.py:101"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "c5613bd84d185026", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "a369599f51f91a1d", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-72b2a6250083a784", "level": "warning", "message": {"text": "Placeholder or mock-heavy implementation detected"}, "properties": {"repobilityId": "41097a97bd7598df", "scanner": "scanner-primary", "fingerprint": "72b2a6250083a784", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "incomplete", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "20756a691d9fc279", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "a21ff5c0fb8cd3b5", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "b4e794f326e018a0", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "2942d916e73adf5b", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "f597825d20bb605f", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-2135efb1ee8c9937", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: local-embeddings/CLAUDE.md"}, "properties": {"repobilityId": "f7af78001fd5274b", "scanner": "scanner-primary", "fingerprint": "2135efb1ee8c9937", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "local-embeddings/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3f56513185878d61", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: inference-opt/CLAUDE.md"}, "properties": {"repobilityId": "e5479a9fbce614dc", "scanner": "scanner-primary", "fingerprint": "3f56513185878d61", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "inference-opt/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-260ba8dc060ec1be", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: tokenisation-explorer/CLAUDE.md"}, "properties": {"repobilityId": "38c299da8a628bfc", "scanner": "scanner-primary", "fingerprint": "260ba8dc060ec1be", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tokenisation-explorer/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2c5f98b152cddb6d", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/launch.json"}, "properties": {"repobilityId": "0de48c0f4ab303d8", "scanner": "scanner-primary", "fingerprint": "2c5f98b152cddb6d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/launch.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-809652670eafc2ca", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: brandvoice/CLAUDE.md"}, "properties": {"repobilityId": "632a1acdcb27264f", "scanner": "scanner-primary", "fingerprint": "809652670eafc2ca", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "brandvoice/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-eac886f8e8fa77e0", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: minigpt/CLAUDE.md"}, "properties": {"repobilityId": "d30711e5540651ea", "scanner": "scanner-primary", "fingerprint": "eac886f8e8fa77e0", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "minigpt/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f4b383070ad1f7cc", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: lora-finetune/CLAUDE.md"}, "properties": {"repobilityId": "06892542731ef616", "scanner": "scanner-primary", "fingerprint": "f4b383070ad1f7cc", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "lora-finetune/CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9d8121104627397b", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 yasvoice/train.py:348"}, "properties": {"repobilityId": "84cdbff377564552", "scanner": "scanner-primary", "fingerprint": "9d8121104627397b", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-f593b9928633743e", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 yasvoice/scripts/parse_emails.py:337"}, "properties": {"repobilityId": "cd74fc247fd9561e", "scanner": "scanner-primary", "fingerprint": "f593b9928633743e", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-481637ba23295510", "level": "note", "message": {"text": "Legacy-named symbol `eval_v1` in yasvoice/scripts/build_dataset.py:22"}, "properties": {"repobilityId": "e7c4887a5ff228b5", "scanner": "scanner-primary", "fingerprint": "481637ba23295510", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-02525d39071dd2c7", "level": "note", "message": {"text": "Near-duplicate function bodies in 5 places"}, "properties": {"repobilityId": "ae08d1a542b61ede", "scanner": "scanner-primary", "fingerprint": "02525d39071dd2c7", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-48ea3330205b14c4", "level": "error", "message": {"text": "FastAPI POST `generate_email` without auth dependency \u2014 yasvoice/api/server.py:217"}, "properties": {"repobilityId": "4e64191af84f896d", "scanner": "scanner-primary", "fingerprint": "48ea3330205b14c4", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.fastapi.unauth_mutation"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "yasvoice/api/server.py"}, "region": {"startLine": 217}}}]}, {"ruleId": "scanner-970eb92d6ec2bfaa", "level": "note", "message": {"text": "Unused endpoint: POST /generate"}, "properties": {"repobilityId": "6f5154d13ac66763", "scanner": "scanner-primary", "fingerprint": "970eb92d6ec2bfaa", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}]}]}